{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3e379305",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import random\n",
    "import pandas as pd\n",
    "import math\n",
    "from math import exp\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "import os\n",
    "import sys\n",
    "import copy\n",
    "from collections import deque\n",
    "from tqdm import trange"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "id": "65cc5032",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.set_printoptions(precision=3, suppress=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "0305189f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 90  86 148 245 220] [254 196 215 176 209]\n"
     ]
    }
   ],
   "source": [
    "np.random.seed(4977)\n",
    "\n",
    "p_c_index = np.random.randint(1,301,5)\n",
    "c_c_index = np.random.randint(1,301,5)\n",
    "            \n",
    "print(p_c_index, c_c_index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "693bfee9",
   "metadata": {},
   "outputs": [],
   "source": [
    "solar_home_half_hour_data_file_path = 'work/2012-2013 Solar home electricity data v2.csv'\n",
    "solar_monthly_data_file_path = 'work/SolarMonthlyData_2657Custs.csv'\n",
    "Non_solar_monthly_data_file_path = 'work/NonSolarMonthlyData_4064Custs.csv'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "57d61ec7",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/patchy/miniconda3/envs/paddle/lib/python3.7/site-packages/IPython/core/interactiveshell.py:3457: DtypeWarning: Columns (0,1,2,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53) have mixed types.Specify dtype option on import or set low_memory=False.\n",
      "  exec(code_obj, self.user_global_ns, self.user_ns)\n"
     ]
    }
   ],
   "source": [
    "solar_home_half_hour_data = pd.read_csv(solar_home_half_hour_data_file_path, header=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "d59fd460",
   "metadata": {},
   "outputs": [],
   "source": [
    "solar_home_half_hour_data.drop(axis=0, index=0, inplace=True)\n",
    "headers = solar_home_half_hour_data.iloc[0]\n",
    "solar_home_half_hour_data  = pd.DataFrame(solar_home_half_hour_data.values[1:], columns=headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "e2b0ac3f",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>1</th>\n",
       "      <th>Customer</th>\n",
       "      <th>Generator Capacity</th>\n",
       "      <th>Postcode</th>\n",
       "      <th>Consumption Category</th>\n",
       "      <th>date</th>\n",
       "      <th>0:30</th>\n",
       "      <th>1:00</th>\n",
       "      <th>1:30</th>\n",
       "      <th>2:00</th>\n",
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       "      <th>20:30</th>\n",
       "      <th>21:00</th>\n",
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       "      <th>22:00</th>\n",
       "      <th>22:30</th>\n",
       "      <th>23:00</th>\n",
       "      <th>23:30</th>\n",
       "      <th>0:00</th>\n",
       "      <th>Row Quality</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>3.78</td>\n",
       "      <td>2076</td>\n",
       "      <td>CL</td>\n",
       "      <td>1/07/2012</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.263</td>\n",
       "      <td>0.131</td>\n",
       "      <td>...</td>\n",
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       "      <td>1.081</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>3.78</td>\n",
       "      <td>2076</td>\n",
       "      <td>GC</td>\n",
       "      <td>1/07/2012</td>\n",
       "      <td>0.855</td>\n",
       "      <td>0.786</td>\n",
       "      <td>0.604</td>\n",
       "      <td>0.544</td>\n",
       "      <td>0.597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.374</td>\n",
       "      <td>0.447</td>\n",
       "      <td>0.549</td>\n",
       "      <td>0.136</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.181</td>\n",
       "      <td>0.651</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.068</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>3.78</td>\n",
       "      <td>2076</td>\n",
       "      <td>GG</td>\n",
       "      <td>1/07/2012</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>3.78</td>\n",
       "      <td>2076</td>\n",
       "      <td>CL</td>\n",
       "      <td>2/07/2012</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.125</td>\n",
       "      <td>0</td>\n",
       "      <td>0.925</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.069</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>3.78</td>\n",
       "      <td>2076</td>\n",
       "      <td>GC</td>\n",
       "      <td>2/07/2012</td>\n",
       "      <td>0.309</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.29</td>\n",
       "      <td>...</td>\n",
       "      <td>0.353</td>\n",
       "      <td>0.464</td>\n",
       "      <td>0.229</td>\n",
       "      <td>0.811</td>\n",
       "      <td>0.222</td>\n",
       "      <td>0.306</td>\n",
       "      <td>1.034</td>\n",
       "      <td>0.136</td>\n",
       "      <td>0.067</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 54 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "1 Customer Generator Capacity Postcode Consumption Category       date   0:30  \\\n",
       "0        1               3.78     2076                   CL  1/07/2012   1.25   \n",
       "1        1               3.78     2076                   GC  1/07/2012  0.855   \n",
       "2        1               3.78     2076                   GG  1/07/2012      0   \n",
       "3        1               3.78     2076                   CL  2/07/2012   1.25   \n",
       "4        1               3.78     2076                   GC  2/07/2012  0.309   \n",
       "\n",
       "1   1:00   1:30   2:00   2:30  ...  20:00  20:30  21:00  21:30  22:00  22:30  \\\n",
       "0   1.25   1.25  1.263  0.131  ...      0      0      0      0      0      0   \n",
       "1  0.786  0.604  0.544  0.597  ...  0.374  0.447  0.549  0.136  0.288  0.181   \n",
       "2      0      0      0      0  ...      0      0      0      0      0      0   \n",
       "3   1.25  1.125      0  0.925  ...      0      0      0      0      0      0   \n",
       "4  0.082  0.059  0.097   0.29  ...  0.353  0.464  0.229  0.811  0.222  0.306   \n",
       "\n",
       "1  23:00  23:30   0:00 Row Quality  \n",
       "0      0      0  1.081         NaN  \n",
       "1  0.651   0.09  0.068         NaN  \n",
       "2      0      0      0         NaN  \n",
       "3      0      0  1.069         NaN  \n",
       "4  1.034  0.136  0.067         NaN  \n",
       "\n",
       "[5 rows x 54 columns]"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "solar_home_half_hour_data.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "c0ffd26d",
   "metadata": {},
   "outputs": [],
   "source": [
    "p_c_data = solar_home_half_hour_data.loc[solar_home_half_hour_data['Customer'].isin(p_c_index)]\n",
    "c_c_data = solar_home_half_hour_data.loc[solar_home_half_hour_data['Customer'].isin(c_c_index)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "a36b0acc",
   "metadata": {},
   "outputs": [],
   "source": [
    "p_c_data = p_c_data.reset_index(drop=True)\n",
    "c_c_data = c_c_data.reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "id": "859d94e6",
   "metadata": {},
   "outputs": [],
   "source": [
    "col = (p_c_data.columns.values).astype(np.str0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "id": "656517a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "co = []\n",
    "for i in col[5:-1]:\n",
    "    co.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 266,
   "id": "e96dd2ce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['0:30',\n",
       " '1:00',\n",
       " '1:30',\n",
       " '2:00',\n",
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       " '22:30',\n",
       " '23:00',\n",
       " '23:30',\n",
       " '0:00']"
      ]
     },
     "execution_count": 266,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "co"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "id": "2774978a",
   "metadata": {},
   "outputs": [],
   "source": [
    "p_c_statistics = (pd.DataFrame(columns=col.tolist())).drop(columns=['date', 'Postcode'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "id": "666c46d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Customer</th>\n",
       "      <th>Generator Capacity</th>\n",
       "      <th>Consumption Category</th>\n",
       "      <th>0:30</th>\n",
       "      <th>1:00</th>\n",
       "      <th>1:30</th>\n",
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       "      <th>23:00</th>\n",
       "      <th>23:30</th>\n",
       "      <th>0:00</th>\n",
       "      <th>Row Quality</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>0 rows × 52 columns</p>\n",
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      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [Customer, Generator Capacity, Consumption Category, 0:30, 1:00, 1:30, 2:00, 2:30, 3:00, 3:30, 4:00, 4:30, 5:00, 5:30, 6:00, 6:30, 7:00, 7:30, 8:00, 8:30, 9:00, 9:30, 10:00, 10:30, 11:00, 11:30, 12:00, 12:30, 13:00, 13:30, 14:00, 14:30, 15:00, 15:30, 16:00, 16:30, 17:00, 17:30, 18:00, 18:30, 19:00, 19:30, 20:00, 20:30, 21:00, 21:30, 22:00, 22:30, 23:00, 23:30, 0:00, Row Quality]\n",
       "Index: []\n",
       "\n",
       "[0 rows x 52 columns]"
      ]
     },
     "execution_count": 137,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p_c_statistics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "id": "6b589727",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_mean(p_c_index, p_c_data, p_c_type):\n",
    "     p_c_data_GC_mean = np.zeros((len(p_c_index), (len(co)+1)), dtype=float)\n",
    "     for num, i in zip(p_c_index, range(len(p_c_index))):\n",
    "          p_c_data_GC_mean[i][0] = num\n",
    "          \n",
    "          for col, j in zip(co, range(len(co))):\n",
    "\n",
    "               temp = (p_c_data.loc[(p_c_data['Customer']==num) & (p_c_data['Consumption Category']==p_c_type)].reset_index(drop=True))\n",
    "               p_c_data_GC_mean[i][j+1] = ((temp).loc[:temp.shape[0], col]).mean()\n",
    "     return p_c_data_GC_mean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "id": "9e9ecd13",
   "metadata": {},
   "outputs": [],
   "source": [
    "p_c_data_GC_mean = get_mean(p_c_index, p_c_data, 'GC')\n",
    "p_c_data_GG_mean = get_mean(p_c_index, p_c_data, 'GG')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "id": "46967f83",
   "metadata": {},
   "outputs": [],
   "source": [
    "c_c_data_GC_mean = get_mean(c_c_index, c_c_data, 'GC')\n",
    "c_c_data_GG_mean = get_mean(c_c_index, c_c_data, 'GG')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "id": "82b5070c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "49"
      ]
     },
     "execution_count": 210,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(p_c_data_GG_mean[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 320,
   "id": "8bc49aea",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1440x720 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.style.use('seaborn-white')\n",
    "\n",
    "labels = co\n",
    "\n",
    "plt.figure(figsize=(20, 10))\n",
    "    \n",
    "plt.subplot(211)\n",
    "# 整个画板的标题\n",
    "# plt.subplots_adjust(left=0.1, wspace=0.8, top=0.92)  #位置调整\n",
    "plt.title(\"GG\")\n",
    "for i in range(len(p_c_data_GG_mean)):\n",
    "    plt.plot(co, p_c_data_GG_mean[i][1:]+c_c_data_GG_mean[i][1:], label='PC')\n",
    "# plt.text(24, 0, 'GG', fontsize=18, style='oblique', ha='center',va='top',wrap=True)\n",
    "legend = plt.legend(frameon=True, markerscale=10, loc = 'best', fontsize=10) \n",
    "legend.get_frame().set_edgecolor('r')\n",
    "plt.xticks(rotation = 90)\n",
    "\n",
    "plt.subplot(212)\n",
    "# 整个画板的标题\n",
    "# plt.subplots_adjust(left=0.1, wspace=0.8, top=0.92)  #位置调整\n",
    "plt.title(\"GC\")\n",
    "for i in range(len(p_c_data_GC_mean)):\n",
    "    plt.plot(co, p_c_data_GC_mean[i][1:], label='PC')\n",
    "for i in range(len(c_c_data_GC_mean)):\n",
    "    plt.plot(co, c_c_data_GC_mean[i][1:], linestyle=\"-.\", label='CC')\n",
    "# plt.text(24, 0, 'GC', fontsize=18, style='oblique', ha='center',va='top',wrap=True)\n",
    "legend = plt.legend(frameon=True, markerscale=10, loc = 'best', fontsize=10) \n",
    "legend.get_frame().set_edgecolor('r')\n",
    "plt.xticks(rotation = 90)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "86b18af6",
   "metadata": {},
   "outputs": [],
   "source": [
    "### 对于产消者，需要同时考虑生产和消耗,对于消费者,只需要考虑消耗\n",
    "### 对于边缘计算：\n",
    "### 产消：部分时间段 需求>供给；部分时间段，需求<供给；\n",
    "\n",
    "### 对于电力，总的容量有限，生产是变量，消耗也是变量\n",
    "### 太阳能消耗+电网消耗+电池电量+卖出 == 太阳能发电+电网买入\n",
    "\n",
    "### 对于计算，有的算力大，有的算力小，总的算力有限，任务(消耗)是变量，\n",
    "### 本地消耗+买入算力+剩余算力+卖出 == 总算力+买入算力\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 332,
   "id": "6564096f",
   "metadata": {},
   "outputs": [],
   "source": [
    "p_c_data_gg = []\n",
    "for i in range(len(p_c_data_GG_mean)):\n",
    "    p_c_data_gg.append(p_c_data_GG_mean[i][1:]+c_c_data_GG_mean[i][1:])\n",
    "\n",
    "c_c_data_gg = []\n",
    "for i in range(len(c_c_data_GG_mean)):\n",
    "    c_c_data_gg.append(np.zeros((1,48)).squeeze())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e9442651",
   "metadata": {},
   "outputs": [],
   "source": [
    "### 隔一段时间产生任务(Poisson分布)，大小服从正态分布"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
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